GOVERN 3.1

GOVERN 3

Control

Decision-making related to mapping, measuring, and managing AI risks throughout the lifecycle is informed by a diverse team (e.g., diversity of demographics, disciplines, experience, expertise, and backgrounds).

Incidents linked to this control

From automatic embedding match (not a formal assessment).

Department for Work and Pensions (DWP) AI Systems Allegedly Discriminate Against Single Mothers

July 10, 2024

Meta AI Image Generator Reportedly Fails to Accurately Represent Interracial Relationships

April 3, 2024

Seeming Pattern of Gemini Bias and Sociotechnical Training Failures Harm Google's Reputation

February 21, 2024

Navy Federal Credit Union Faces Allegations of Racial Bias in Mortgage Approvals

December 14, 2023

Racial Bias in Lung Function Diagnostic Algorithm Leads to Underdiagnosis in Black Men

June 1, 2023

Collaborative Filtering Prone to Popularity Bias, Resulting in Overrepresentation of Popular Items in the Recommendation Outputs

March 1, 2022

Justice Department’s Recidivism Risk Algorithm PATTERN Allegedly Caused Persistent Disparities Along Racial Lines

January 26, 2022

Research Prototype AI, Delphi, Reportedly Gave Racially Biased Answers on Ethics

October 22, 2021

Startup's Accent Translation AI Denounced as Reinforcing Racial Bias

August 15, 2021

Alibaba Cloud Developed Facial Recognition to Profile Muslim Uyghur Minorities

December 16, 2020

Researchers find evidence of racial, gender, and socioeconomic bias in chest X-ray classifiers

October 21, 2020

Genderify’s AI to Predict a Person’s Gender Revealed by Free API Users to Exhibit Bias

July 28, 2020